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A Novel, Nelder-Mead Optimization Approach, based on Neuro-regression modeling for the Energy Efficiency Parameters of End Milling Process

ŞEYDA İŞBİLİR

Global crises are increasing day by day due to the rapid depletion of energy supplies around the planet. One of the goals of engineering is to prevent this situation by developing innovative solutions to this rapid energy consumption that has disappeared in the world. A solution could be to reduce the energy consumption of the machines that are used during production. In this study, a new design technique based on the neuro-regression approach and non-linear regression modeling was offered as an alternative to Taguchi design to reduce energy consumption. Thus, a cutting parameter optimization ...Daha fazlası

Makale 2021 Journal of Artificial Intelligence and Data Science1 ( 1 ) , pp. 9 - 105 25 Görüntülenme
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Estimation of Scattering Parameters of U-Slotted Rectangular RFID Patch Antenna with Machine Learning Models

İsmail AKDAĞ

Abstract In this study, machine learning-based models have been used to estimate the return loss parameters of the operational resonant frequency of the U-slotted UHF RFID antenna. The data set utilized, consisting of 544 instances, has been collected from the simulation software as a consequence of the parametric evaluation of the antenna design parameters. Distinct machine learning methods have been used on two different types of output data, complex and linear scattering parameters, and the models' prediction performance has been evaluated. In the single-output regression models, a mean-squ ...Daha fazlası

Makale 2021 Journal of Artificial Intelligence and Data Science1 ( 1 ) , pp. 6 - 70 19 Görüntülenme
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Medical Biology and Genetics Laboratory Book

TÜLAY KILIÇASLAN AYNA | MUSTAFA SOYÖZ | MELEK PEHLİVAN

80 Pages : İllustrations ; 26 cm.

Kitap 2020 İzmir Katip Çelebi Üniversitesi 12 Görüntülenme
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Online learning stable adaptive controller for chaos control of bldc motor Fırçasız motorun kaos kontrolü için çevrimiçi öğrenen kararlı adaptif kontrolör

Gökçen, Alkım

ABSTRACTThis thesis presents an online learning stable robust adaptive controller design for the chaos control of the brushless direct current (BLDC) motor. The proposed adaptive controller algorithm consists of a Wiener model-based controller with a nonlinear auto-regressive moving-average (NARMA) based artificial neural network (ANN), and a Hammerstein based plant model. The developed online learning closed-loop control system providing stability and robustness might be defined as an auto-regressive moving average (ARMA) based system identification problem with partially known parameters. Th ...Daha fazlası

Yüksek Lisans 2021 Savaş Şahin Graduate School of Natural and Applied Sciences 5 Görüntülenme
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A first principle investigation of the effect of vacancies on structural, electronic and magnetic properties of graphene hBN (Hexagonal-Boron Nitride) in-plane hybrid Boşluk kusurlarının grafen/hBN (Hegzagonal Bor Nitrür) düzlem içi hibritinin yapısal, elektronik ve manyetik özelliklerine etkisinin ilk ilkeler yöntemi ile araştırılması

Hussain, Habibu Aminu

ÖZETPratik kullanım amaçlı üretim sırasında kusur oluşturmadan ince bir grafen/altıgen bor nitrür (GBN) hibrit yaprağı üretmek neredeyse imkansızdır. Bu araştırmada, iki farklı yapı türü hakkında ayrıntılı bir tartışma yapılmıştır. İlk olarak, elmas şeklinde bir grafen (G) adası barındıran altıgen bor nitrür (h-BN) nano yaprak (XG @ h-BN) analiz edildi. İkinci olarak, elmas şekilli bir h-BN adası barındıran grafen nano yaprak (Xh-BN @ G) incelenmiştir. X, elmas şekilli adacığın boyutunu göstermekte olup 4, 9 ve 16 değerlerini almaktadır. Elmas şekle sahip olan bir adacıkta en küçük hücre altıg ...Daha fazlası

Doktora Tezi 2021 Cem Özdoğan Graduate School of Natural and Applied Sciences 14 Görüntülenme
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Investigation of changes in the formation and types of non-metallic inclusions in the steel production process Çelik üretim sürecinde oluşan metal olmayan kalıntıların oluşumu ve değişimlerinin incelenmesi

Bakar, İbrahim

ABSTRACTIt is not possible to produce steel without inclusions as the process for steel production requires. Based on this fact, the researches on clean steel are concentrated on the reduction of inclusions and transformation of inclusions into harmless state by modification. The definition of steel cleanness is related to final product application. Non-metallic inclusion, in the liquid steel, causing many problems and production lost in steel production process and final application. Aluminum killed steels mostly contain Al2O3 and MnS inclusions. Al2O3 inclusions are formed during de-oxidatio ...Daha fazlası

Yüksek Lisans 2018 Hüsnügül Yılmaz Atay Graduate School of Natural and Applied Sciences 6 Görüntülenme
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Antimicrobial effect of cold atmospheric plasma to pegdma hydrogel with cell encapsulation tests Soğuk atmosferik plazma ile pegdma hidrojeline antimikrobiyal etki kazandırılması ve hücre çalışmalarının yapılması

Yıldırım, Çağla

ABSTRACTSterilization techniques that are used for polymer based 3D scaffolds are uneffective and changes polymer chemical and mechanical properties. Cold atmospheric plasma is well-known antimicrobial agent that is the fourth state of matter. In this study, antimicrobial effect, cold atmospheric plasma effects on cell viability and polymer structure were investigated as an alternative method for sterilization techniques used in polymer sterilization. Firstly, the antimicrobial effect of cold atmospheric plasma on both bacteria E. coli and S. aureus was determined. Two different antimicrobial ...Daha fazlası

Yüksek Lisans 2019 Thesis Utku Kürşat Ercan Graduate School of Natural and Applied Sciences 18 Görüntülenme
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Detection of underground power cable route using shortest path algorithms En kısa yol algoritmaları kullanarak yeraltı güç kablosu güzergâhının belirlenmesi

Yıldız, Baran

xx, 44 sayfa: şekil, harita 29 cm. 1 CD

Yüksek Lisans 2019 Osman Sami Kırtıloğlu Graduate School of Natural and Applied Sciences 3 Görüntülenme
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Olive leaf powder and boron reinforced polypropylene composites Zeytin yaprağı tozu ve bor katkılı polipropilen kompozitleri

Kara, Hilal

SUMMARYPlastics have a wide application area in our daily life because of the properties such as being inexpensive, lightweight and easy to take shape. Plastics can lead to some problems such as endangering human health and reducing the life of the material, because the plastic surfaces are so available for microorganisms to form a biofim by holding onto the surface easily. Researches for antibacterial materials containing various natural and inorganic substances has been increased and become more important because of that people are often infected by microorganisms such as bacteria, molds, ye ...Daha fazlası

Yüksek Lisans 2016 M.Özgür Seydibeyoğlu Graduate School of Sciences and Engineering 19 Görüntülenme
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Fuzzy delphi method to direct urban renegeration project assessment: Bornova-Kızılay neighborhood

Çupı, Romjana

Resident satisfaction is an important issue in urban regeneration projects (URP). In the western countries, the resident satisfaction from residential environments continues to be an important topic for researchers and the data found well preserved and integrated into real projects. In Turkey, yet, there is little research on residential satisfaction in many urban regeneration projects implemented. In Turkey, up to the present, research carried out about urban analysis and residential satisfaction needed in any urban regeneration project, is little evident in implemented UR projects. Izmir is ...Daha fazlası

Yüksek Lisans 2016 Yakup EĞERCİOĞLU İzmir Katip Çelebi Üniversitesi Fen Bilimleri Enstitüsü 21 Görüntülenme
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Using alcohol as a carrier producing polyanionic cellulose (PAC) polymer from solid textile waste

Karakuş, Hüseyin

Cellulose is the most abundant organic polymer on earth. It is naturally regenerated by forests and cotton plantations with a speed of 10 billion metric tons per year regularly. Not only its natural reproduction makes it ecologically beneficial but also its biological degradability makes cellulose an ‘eco-friendly material’. Applications of cellulose is limited due to its insolubility in water. Contrarily, its water-soluble derivatives, especially cellulose ethers, are found in nearly all the products we are using in our daily life. Although cellulose is the main raw material for producing ce ...Daha fazlası

Yüksek Lisans 2016 Şerafettin DEMİÇ İzmir Katip Çelebi Üniversitesi Fen Bilimleri Enstitüsü 8 Görüntülenme
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A research on the moderating role of ethical leadership in relationship between person- organization fit and organizational commitment in accomodation operations Konaklama işletmelerinde kişi örgüt uyumu ile örgütsel bağlılık arasındaki ilişkide etik liderliğin düzenleyici rolü üzerine bir araştırma

Sidal, Öznur

ABSTRACTEmployees in accommodation establishments are an important production factor and they affect establishment performance and competitive power of the establishment. Because of this reason, efforts should be made in order to attract qualified employees to the organization and to ensure their organizational commitment. One of the important factors for ensuring organizational commitment is the ethical leaders who create environments that support, motivate, encourage and develop their subordinates in organizations with their reliable, honest, fair and principled behaviours. Another factor th ...Daha fazlası

Doktora Tezi 2022 Atilla Akbaba Graduate School of Social Sciences 41 Görüntülenme
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